Xinyi Wu

16 papers A* 8Journal 8
YearRankTypeTitle / Venue / Authors
2025 A* conf
GraphHash: Graph Clustering Enables Parameter Efficiency in Recommender Systems.
WWW
Xinyi Wu, Donald Loveland, Runjin Chen, Yozen Liu, Xin Chen, Leonardo Neves, Ali Jadbabaie, Mingxuan Ju, Neil Shah, Tong Zhao
2025 A* conf
On the Emergence of Position Bias in Transformers.
ICML
Xinyi Wu, Yifei Wang, Stefanie Jegelka, Ali Jadbabaie
2025 J jnl
On the Emergence of Position Bias in Transformers.
CoRR
Xinyi Wu, Yifei Wang, Stefanie Jegelka, Ali Jadbabaie
2025 A* conf
Residual Connections and Normalization Can Provably Prevent Oversmoothing in GNNs.
ICLR
Michael Scholkemper, Xinyi Wu, Ali Jadbabaie, Michael T. Schaub
2025 A* conf
Understanding and Scaling Collaborative Filtering Optimization from the Perspective of Matrix Rank.
WWW
Donald Loveland, Xinyi Wu, Tong Zhao, Danai Koutra, Neil Shah, Mingxuan Ju
2024 J jnl
GraphHash: Graph Clustering Enables Parameter Efficiency in Recommender Systems.
CoRR
Xinyi Wu, Donald Loveland, Runjin Chen, Yozen Liu, Xin Chen, Leonardo Neves, Ali Jadbabaie, Clark Mingxuan Ju, Neil Shah, Tong Zhao
2024 A* conf
On the Role of Attention Masks and LayerNorm in Transformers.
NeurIPS
Xinyi Wu, Amir Ajorlou, Yifei Wang, Stefanie Jegelka, Ali Jadbabaie
2024 J jnl
On the Role of Attention Masks and LayerNorm in Transformers.
CoRR
Xinyi Wu, Amir Ajorlou, Yifei Wang, Stefanie Jegelka, Ali Jadbabaie
2024 J jnl
Residual Connections and Normalization Can Provably Prevent Oversmoothing in GNNs.
CoRR
Michael Scholkemper, Xinyi Wu, Ali Jadbabaie, Michael T. Schaub
2024 J jnl
Understanding and Scaling Collaborative Filtering Optimization from the Perspective of Matrix Rank.
CoRR
Donald Loveland, Xinyi Wu, Tong Zhao, Danai Koutra, Neil Shah, Mingxuan Ju
2023 A* conf
A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks.
ICLR
Xinyi Wu, Zhengdao Chen, William Wei Wang, Ali Jadbabaie
2023 A* conf
Demystifying Oversmoothing in Attention-Based Graph Neural Networks.
NeurIPS
Xinyi Wu, Amir Ajorlou, Zihui Wu, Ali Jadbabaie
2023 J jnl
Demystifying Oversmoothing in Attention-Based Graph Neural Networks.
CoRR
Xinyi Wu, Amir Ajorlou, Zihui Wu, Ali Jadbabaie
2022 J jnl
A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks.
CoRR
Xinyi Wu, Zhengdao Chen, William Wang, Ali Jadbabaie
2022 A* conf
Link Partitioning on Simplicial Complexes Using Higher-Order Laplacians.
ICDM
Xinyi Wu, Arnab Sarker, Ali Jadbabaie
2022 J jnl
Link Partitioning on Simplicial Complexes Using Higher-Order Laplacians.
CoRR
Xinyi Wu, Arnab Sarker, Ali Jadbabaie